A personalised recommender system for tourists on city trips: concepts and implementation

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Abstract

In this paper we introduce a new recommender system for urban tourists. The goal of the system is to enrich tourists’ experience by offering them personalised tour recommendations tailored to their dynamic user profiles. Particular attention in the proposed approach is paid to the influence of basic leisure needs of an individual, which include new experiences, entertainment, being in open area, relaxation, physical exercise, and socialising, on the tour composition. These needs tend to be dynamic and give rise to saturation effects and variety seeking behaviour. The system is developed as part of the larger c-Space framework, in which a number of technologies, such as projective augmented reality, a newly proposed near real-time 4D dynamic scene reconstruction, and affective computing, are brought together and used to enrich experiences of users in their interactions with built environments. The paper describes the main concepts of the recommender system and its implementation in the specified context of the city of Trento, Italy.
Original languageEnglish
Title of host publication Intelligent Interactive Multimedia Systems and Services 2016
EditorsG. De Pietro, L. Gallo, R.J. Howlett, L.C. Jain
Place of PublicationTenerife, Spain
Pages525-535
Volume55
ISBN (Electronic)978-3-319-39345-2
DOIs
Publication statusPublished - 2016
Event9th International KES Conference on Intelligent Interactive Multimedia: Systems and Services, KES-IIMSS-16, 15-17 June 2016, Tenerife, Spain - Hotel Botanico & The Oriental Spa Garden , Puerto de la Cruz, Tenerife, Spain
Duration: 15 Jun 201617 Jun 2016
http://iimss-16.kesinternational.org/

Publication series

NameSmart innovations systems and technologies
PublisherSpringer International Publishing
Volume55
ISSN (Print)2190-3018

Conference

Conference9th International KES Conference on Intelligent Interactive Multimedia: Systems and Services, KES-IIMSS-16, 15-17 June 2016, Tenerife, Spain
Abbreviated titleKES-IIMSS16
CountrySpain
CityTenerife
Period15/06/1617/06/16
Internet address

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Recommender systems
Augmented reality
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Aksenov, P., Kemperman, A. D. A. M., & Arentze, T. A. (2016). A personalised recommender system for tourists on city trips: concepts and implementation. In G. De Pietro, L. Gallo, R. J. Howlett, & L. C. Jain (Eds.), Intelligent Interactive Multimedia Systems and Services 2016 (Vol. 55, pp. 525-535). (Smart innovations systems and technologies; Vol. 55). Tenerife, Spain. https://doi.org/10.1007/978-3-319-39345-2_46
Aksenov, P. ; Kemperman, A.D.A.M. ; Arentze, T.A. / A personalised recommender system for tourists on city trips: concepts and implementation. Intelligent Interactive Multimedia Systems and Services 2016. editor / G. De Pietro ; L. Gallo ; R.J. Howlett ; L.C. Jain. Vol. 55 Tenerife, Spain, 2016. pp. 525-535 (Smart innovations systems and technologies).
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abstract = "In this paper we introduce a new recommender system for urban tourists. The goal of the system is to enrich tourists’ experience by offering them personalised tour recommendations tailored to their dynamic user profiles. Particular attention in the proposed approach is paid to the influence of basic leisure needs of an individual, which include new experiences, entertainment, being in open area, relaxation, physical exercise, and socialising, on the tour composition. These needs tend to be dynamic and give rise to saturation effects and variety seeking behaviour. The system is developed as part of the larger c-Space framework, in which a number of technologies, such as projective augmented reality, a newly proposed near real-time 4D dynamic scene reconstruction, and affective computing, are brought together and used to enrich experiences of users in their interactions with built environments. The paper describes the main concepts of the recommender system and its implementation in the specified context of the city of Trento, Italy.",
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Aksenov, P, Kemperman, ADAM & Arentze, TA 2016, A personalised recommender system for tourists on city trips: concepts and implementation. in G De Pietro, L Gallo, RJ Howlett & LC Jain (eds), Intelligent Interactive Multimedia Systems and Services 2016. vol. 55, Smart innovations systems and technologies, vol. 55, Tenerife, Spain, pp. 525-535, 9th International KES Conference on Intelligent Interactive Multimedia: Systems and Services, KES-IIMSS-16, 15-17 June 2016, Tenerife, Spain, Tenerife, Spain, 15/06/16. https://doi.org/10.1007/978-3-319-39345-2_46

A personalised recommender system for tourists on city trips: concepts and implementation. / Aksenov, P.; Kemperman, A.D.A.M.; Arentze, T.A.

Intelligent Interactive Multimedia Systems and Services 2016. ed. / G. De Pietro; L. Gallo; R.J. Howlett; L.C. Jain. Vol. 55 Tenerife, Spain, 2016. p. 525-535 (Smart innovations systems and technologies; Vol. 55).

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

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AB - In this paper we introduce a new recommender system for urban tourists. The goal of the system is to enrich tourists’ experience by offering them personalised tour recommendations tailored to their dynamic user profiles. Particular attention in the proposed approach is paid to the influence of basic leisure needs of an individual, which include new experiences, entertainment, being in open area, relaxation, physical exercise, and socialising, on the tour composition. These needs tend to be dynamic and give rise to saturation effects and variety seeking behaviour. The system is developed as part of the larger c-Space framework, in which a number of technologies, such as projective augmented reality, a newly proposed near real-time 4D dynamic scene reconstruction, and affective computing, are brought together and used to enrich experiences of users in their interactions with built environments. The paper describes the main concepts of the recommender system and its implementation in the specified context of the city of Trento, Italy.

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Aksenov P, Kemperman ADAM, Arentze TA. A personalised recommender system for tourists on city trips: concepts and implementation. In De Pietro G, Gallo L, Howlett RJ, Jain LC, editors, Intelligent Interactive Multimedia Systems and Services 2016. Vol. 55. Tenerife, Spain. 2016. p. 525-535. (Smart innovations systems and technologies). https://doi.org/10.1007/978-3-319-39345-2_46